Relationship between a daily injury risk estimation feedback (I-REF) based on machine learning techniques and actual injury risk in athletics (track and field): protocol for a prospective cohort study over an athletics season.
EPIDEMIOLOGY
PUBLIC HEALTH
SPORTS MEDICINE
Journal
BMJ open
ISSN: 2044-6055
Titre abrégé: BMJ Open
Pays: England
ID NLM: 101552874
Informations de publication
Date de publication:
16 05 2023
16 05 2023
Historique:
medline:
18
5
2023
pubmed:
17
5
2023
entrez:
16
5
2023
Statut:
epublish
Résumé
Two-thirds of athletes (65%) have at least one injury complaint leading to participation restriction (ICPR) in athletics (track and field) during one season. The emerging practice of medicine and public health supported by electronic processes and communication in sports medicine represents an opportunity for developing new injury risk reduction strategies. Modelling and predicting the risk of injury in real-time through artificial intelligence using machine learning techniques might represent an innovative injury risk reduction strategy. Thus, the primary aim of this study will be to analyse the relationship between the level of We will conduct a prospective cohort study, called This prospective cohort study was reviewed and approved by the Saint-Etienne University Hospital Ethical Committee (Institutional Review Board: IORG0007394, IRBN1062022/CHUSTE). Results of the study will be disseminated in peer-reviewed journals and in international scientific congresses, as well as to the included participants.
Identifiants
pubmed: 37192797
pii: bmjopen-2022-069423
doi: 10.1136/bmjopen-2022-069423
pmc: PMC10193054
doi:
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
e069423Informations de copyright
© Author(s) (or their employer(s)) 2023. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ.
Déclaration de conflit d'intérêts
Competing interests: None declared.
Références
J Sci Med Sport. 2020 Nov;23(11):1044-1048
pubmed: 32482610
Sports Med. 2022 Oct;52(10):2469-2482
pubmed: 35689749
Knee Surg Sports Traumatol Arthrosc. 2022 Mar;30(3):753-757
pubmed: 35106604
Int J Sports Physiol Perform. 2017 Jul;12(6):819-824
pubmed: 27918659
Lancet Digit Health. 2020 Oct;2(10):e549-e560
pubmed: 33328049
Int J Surg. 2014 Dec;12(12):1495-9
pubmed: 25046131
Int J Sports Med. 2021 Apr;42(4):300-306
pubmed: 33075832
Br J Sports Med. 2014 Apr;48(7):483-90
pubmed: 24620036
Ann Phys Rehabil Med. 2022 Jun;65(4):101431
pubmed: 32871283
Nat Mach Intell. 2020 Jan;2(1):56-67
pubmed: 32607472
PLoS One. 2018 Jul 25;13(7):e0201264
pubmed: 30044858
Br J Sports Med. 2020 Feb;54(3):159-167
pubmed: 31722935
PLOS Digit Health. 2022;1(1):
pubmed: 36532301
Sports Med. 2022 Aug;52(8):1729-1735
pubmed: 35175575
Br J Sports Med. 2015 Sep;49(18):1174-8
pubmed: 25614537
Br J Sports Med. 2015 Sep;49(17):1118-24
pubmed: 25716152
Phys Ther Sport. 2015 May;16(2):98-106
pubmed: 25168228
BMC Sports Sci Med Rehabil. 2022 Apr 26;14(1):75
pubmed: 35473813
Sports (Basel). 2021 Dec 24;10(1):
pubmed: 35050970
Med Sci Sports Exerc. 2020 Aug;52(8):1745-1751
pubmed: 32079917
J Exp Orthop. 2021 Apr 14;8(1):27
pubmed: 33855647
Int J Sports Physiol Perform. 2021 Apr 29;16(10):1522-1531
pubmed: 33931574
Br J Sports Med. 2018 Jul;52(13):851-858
pubmed: 28855183
Br J Sports Med. 2020 Apr;54(7):372-389
pubmed: 32071062
Int J Environ Res Public Health. 2021 Oct 28;18(21):
pubmed: 34769849
Nat Biomed Eng. 2018 Oct;2(10):749-760
pubmed: 31001455
Med Sci Sports Exerc. 2018 May;50(5):915-927
pubmed: 29283933
Front Sports Act Living. 2021 Jan 21;2:630576
pubmed: 33554111
Med Sci Sports Exerc. 2018 May;50(5):906-914
pubmed: 29266094
Br J Sports Med. 2013 Oct;47(15):941-52
pubmed: 23543425